{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 4c - Zernike Decomposition"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "nbsphinx-toctree"
    ]
   },
   "source": [
    "### June 2024"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This tutorial shows how to decompose the pupil using various Zernike types. Namely, we use \"standard\", \"fringe\", and \"Noll\" Zernike indices."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from optiland import wavefront\n",
    "from optiland.samples.eyepieces import EyepieceErfle"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens = EyepieceErfle()\n",
    "lens.draw()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First, we'll view the wavefront."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 700x550 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "opd = wavefront.OPD(lens, field=(0, 0), wavelength=0.55)\n",
    "opd.view(projection=\"2d\", num_points=512)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll then find the Zernike coefficients of the wavefront."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "zernike_standard = wavefront.ZernikeOPD(\n",
    "    lens,\n",
    "    field=(0, 0),\n",
    "    wavelength=0.55,\n",
    "    zernike_type=\"standard\",\n",
    "    num_terms=37,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's view the Zernike fit and compare it to the nominal OPD map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 700x550 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "zernike_standard.view(projection=\"2d\", num_points=512)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Qualitatively, we can see the Zernike fit well-represents the OPD map.\n",
    "\n",
    "Let's see what the actual coefficients look like:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.bar(range(1, 38), zernike_standard.coeffs)\n",
    "plt.axhline(color=\"k\", linewidth=1, linestyle=\"--\")\n",
    "plt.xlabel(\"Zernike Term #\")\n",
    "plt.ylabel(\"Zernike Standard Coefficient\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's decompose the wavefront using Zernike fringe indices and Zernike Noll indices. We'll use the field point at (0, 1)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "zernike_fringe = wavefront.ZernikeOPD(\n",
    "    lens,\n",
    "    field=(0, 1),\n",
    "    wavelength=0.55,\n",
    "    zernike_type=\"fringe\",\n",
    "    num_terms=37,\n",
    ")\n",
    "\n",
    "plt.bar(range(1, 38), zernike_fringe.coeffs, color=\"C1\")\n",
    "plt.axhline(color=\"k\", linewidth=1, linestyle=\"--\")\n",
    "plt.xlabel(\"Zernike Term #\")\n",
    "plt.ylabel(\"Zernike Fringe Coefficient\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "zernike_noll = wavefront.ZernikeOPD(\n",
    "    lens,\n",
    "    field=(0, 1),\n",
    "    wavelength=0.55,\n",
    "    zernike_type=\"noll\",\n",
    "    num_terms=37,\n",
    ")\n",
    "\n",
    "plt.bar(range(1, 38), zernike_noll.coeffs, color=\"C2\")\n",
    "plt.axhline(color=\"k\", linewidth=1, linestyle=\"--\")\n",
    "plt.xlabel(\"Zernike Term #\")\n",
    "plt.ylabel(\"Zernike Noll Coefficient\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Or, if we just want to read off the coefficients, we can print them. Let's only use 9 terms in this case:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Z1: 0.18585891\n",
      "Z2: -0.00000000\n",
      "Z3: -0.06086925\n",
      "Z4: 0.10781267\n",
      "Z5: 0.00000000\n",
      "Z6: 0.39115859\n",
      "Z7: -0.02152073\n",
      "Z8: -0.00000000\n",
      "Z9: 0.00002531\n"
     ]
    }
   ],
   "source": [
    "zernike = wavefront.ZernikeOPD(lens, (0, 1), 0.55, zernike_type=\"noll\", num_terms=9)\n",
    "\n",
    "for k in range(len(zernike.coeffs)):\n",
    "    print(f\"Z{k + 1}: {zernike.coeffs[k]:.8f}\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
